How to Govern CrewAI Agents
CrewAI coordinates multiple agents working together. The more agents collaborate, the harder it is to predict what they will do. Cordum governs every agent action before it executes.
The problem with ungoverned CrewAI agents
- Crews delegate tasks autonomously with no human checkpoint between handoffs.
- Role-based prompts are not role-based access control. A role is a prompt string, not an enforceable boundary.
- Multi-agent workflows multiply risk. One bad decision gets amplified downstream.
- No native approval mechanism and no structured audit log linking decisions to policy rules.
How Cordum governs CrewAI
Submit crew tasks as Cordum jobs
Each CrewAI task becomes a Cordum job. Safety Kernel checks policy before dispatch.
const job = {
type: "crewai.crew.execute",
payload: {
crew: "content-production",
agents: ["researcher", "writer", "editor"],
tools: ["web-search", "file-write", "publish-api"],
},
};
await cordumClient.jobs.submit(job);Policy-gate inter-agent delegation
Define policies governing which agents can delegate to which others and what tools each role can access.
Require approval for high-stakes outputs
Mark crew tasks producing external content or triggering API calls as requiring human approval.
Trace multi-agent decisions
Run timeline tracks every agent, policy decision, and approval in the crew.
CrewAI native vs Cordum governance
| Area | CrewAI Native | With Cordum |
|---|---|---|
| Pre-execution policy check | No native support | Safety Kernel evaluates before dispatch |
| Inter-agent access control | Prompt-based roles only | Enforceable policy rules per agent role |
| Human approval gates | Must build custom | Declarative REQUIRE_APPROVAL with approver routing |
| Multi-agent audit trail | Console/file logs | Structured timeline per agent per crew run |
| Output quarantine | None | QUARANTINE risky outputs before release |
FAQ
Does Cordum replace CrewAI task delegation?
No. CrewAI handles coordination. Cordum wraps execution with policy checks.
Can I govern individual agents within a crew differently?
Yes. Policies match on agent role, tool set, or task type.
Related guides
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